Database development A database was developed from published literatures reporting addition of

41 propionate [2] and can improve the fermentation of carbohydrates, thus increasing production of total VFA [6]. It might be that different results in rumen fermentation is due to the influence of the different treatment, measurement total VFA from rumen fluid and the type of feed given to dairy cows. Table 2. Influence different supplemental niacin levels on rumen fermentation of dairy cows Response Parameter Unit N Parameter estimates Model statistics Intercept SE Intercept Slope SE Slope P-value AIC VFA Total mM 23 129.3 18.31 0.610 0.544 0.283 200.0 C2 16 63.7 2.16 -0.017 0.053 0.760 68.8 C3 16 21.3 1.83 0.021 0.043 0.638 63.6 C2C3 16 3.1 0.36 -0.003 0.007 0.731 18.1 C4 16 11.2 0.44 -0.002 0.023 0.950 40.5 NH 3 16 97.9 18.18 -0.324 1.056 0.766 150.6 VFA, volatile fatty acid; C2, acetate; C3, propionate; C2C3, acetate to propionate ratio; NH 3 , ammonia concentration; N, number of data; SE, standard error; AIC, Akaike information criterion.

4. References

[1] B.E. Brent, E. E. Bartley. 1984. Thiamin and niacin in the rumen. J. Anim. Sci. 59: 813-822. [2] J.M. Campbell, M. R. Murphy, R. A. Christense, T. R. Overton. 1994. Kinetics of niacin supplements in lactating dairy cows. J. Dairy Sci. 77: 566-575. [3] D. Sauvant, P. Schmidely, J.J. Daudin, N.R. St-Piere. 2008. Meta- analysis of experimental data in animal nutrition. J. Anim. 1: 1203- 1214. [4] N.R. St-Pierre. 2001. Integrating quantitative findings from multiple studies using mixed model methodology. J. Dairy Sci. 84: 741-755. [5] S.M. Dennis, M.J. Arambel, E.E. Bartley, D.O. Riddell, A.D. Dayton. 1982. Effect of heated or unheated soybean meal with or without niacin on rumen protozoa. J. Dairy Sci. 65: 1643-1652. [6] I.D. Niehoff, L. Huther, P. Lebzien. 2009. Niacin for dairy cattle. Brit. J. Nutr. 101: 5-19. 42 Influence of tannin concentration in ration on fermentation parameters of Rumen Simulation Technique RUSITEC: a meta-analysis Anuraga Jayanegara 1, , M. Ridla 1 , Erika B. Laconi 1 , Nahrowi 1 1 Department of Nutrition and Feed Technology, Bogor Agricultural University, Bogor, 16680, Indonesia Corresponding author: anuragajaapps.ipb.ac.id Abstract The objective of this study was to summarize and to quantify the effects of tannin on fermentation parameters of rumen simulation technique RUSITEC through a meta-analysis approach. Experiments reporting tannin concentration and rumen fermentation using the RUSITEC system were integrated into a database, and comprised of 6 studies and 25 treatments. Parameters recorded were nutrient digestibility, gas production, methane CH 4 emission, short-chain fatty acid SCFA profiles, pH, ammonia NH 3 and microbial population bacteria and protozoa. The analysis of the data assembled in the database was based on mixed model methodology in which different studies were treated as random effects whereas tannin concentration was treated as fixed effects. Results revealed that in vitro crude protein digestibility CPD, neutral detergent fiber digestibility NDFD and acid detergent fiber digestibility ADFD decreased linearly as the tannin concentration increased with the P-value of 0.047, 0.005 and 0.004, respectively. Comparing the magnitude of reduction in CP and fiber digestibility by the influence of tannin, the compound appeared to cause higher negative effect on CP digestibility than that of fiber as indicated by the slopes. However, the overall OMD did not significantly decrease although the slope remained negative. Methane emission tended to decrease at higher tannin concentration when expressed per unit of substrate P=0.066 and significantly decreased when expressed per unit of total gas produced P=0.005. It can be concluded that tannin is a potential compound for mitigating ruminal methane emission but its use on the other hand also decrease nutrient digestibility. Keywords tannin, rumen, fermentation, rusitec, meta-analysis

1. Introduction

Tannin is among plant secondary compounds produced by plants in their intermediary metabolism. It is polyphenolic compound with diverse